NIT Warangal | e-STC on Applications of Deep Learning and Machine Learning in Emerging Areas of Engineering, Science & Business, Apply ASAP
Overview :
Center for Continuing Education, National Institute of Technology, Warangal is organizing an Online STC on Applications of Deep Learning and Machine Learning in Emerging Areas of Engineering, Science & Business.
Outcomes :
- Understand the fundamentals of Machine Learning with its applications.
- Understand the key concepts behind Machine learning.
- Design deep learning algorithms which are more appropriate for various types of learning
- Design various Neural Network models such as Convolutional Neural networks and Recurrent Neural Network
- Awareness of various engineering, science, and business applications of ML and DL.
Course Contents :
- Introduction to Machine Learning and Deep Learning
- Supervised and Unsupervised Learning methods
- Partitioned and Hierarchical Clustering methods
- Bayesian Learning, Decision Tree classification methods
- Dimensionality Reduction Methods, SVM Classification
- Reinforcement Learning
- Neural Networks, Generative Adversial Networks
- CNN, RNN
- Deep Reinforcement Learning
- Engineering Science and Business Applications of Machine Learning
- Engineering Science and Business Applications of Deep Learning
Requirements :
Faculty/Research Scholars/Industry Participants/PG students can apply.
Duration :
1ˢᵗ to 5ᵗʰ August 2022
Registration fees :
INR 500/-
Certifications :
Candidates will be issued satisfactory certificates on successful completion of the course.